The science is suspect, logistics inadequate and equipment faulty. But even if taken at face value, the results of the second all-India tiger estimation only signal how our conservation efforts are rapidly slipping on the ground
The Economic Times, 4 April, 2011
It is never easy counting secretive, solitary predators. For decades, foresters studied pugmarks and usually counted more tigers per tiger. Then, in 2002, Project Tiger (now National Tiger Conservation Authority) and Wildlife Institute of India began replacing the human error-prone pugmark census method with a scientific estimation protocol. It was a landmark initiative.
Nine years later, however, India’s tiger numbers remain equally suspect. So far, more than Rs 22 crore has been spent during two all-India estimation drives, in 2006-07 and 2010-11, to scientifically evaluate the status of the tiger. And yet all the government churned out were a few gospel figures for media consumption.
When the subjective pugmark count method was junked, the promise was of moving away from banal number games towards effective monitoring. Yet, the first all-India tiger estimation report said “these population estimates have high variances, but since these estimates are not to be used for monitoring trends… they should suffice the need for converting a relevant ecological index to a more comprehensible concept of numbers.” Numbers make headlines, more so when spiced up by technical jargons.
Sure enough, when minister for environment and forests Jairam Ramesh proudly announced the gain of 225 tigers last week, it made happy headlines. Accounting for the Sunderbans figures (70) that were not available in 2008, the minister preened, the population gain was a healthy 295.
But the lack of due scientific rigour was soon evident when on March 31, three days after Ramesh had charmed the media, WII rushed to correct its own presentation. An email from a WII scientist to NTCA admitted that “there has been a mistake in the computation of the standard error for the tiger numbers for the state of Maharashtra”, with a request for updating the MoEF website. The Press Information Bureau website, however, is yet to drop the incorrect figures.
To be fair, the WII-NTCA presentation – Status of Tigers in India, 2011 -- the one Ramesh appropriately put up on his ministry’s website, does quote biologists Richard Hutto and Jock Young: “Any monitoring program is a compromise between science and logistic constraints.” While the presentation stops at that cryptic disclaimer, the ministry’s own records do not.
Back in 2006, an international team of experts led by John Seidensticker from the department of conservation biology at Smithsonian’s National Zoological Park in Washington, DC did a peer review of the new estimation method. In its report, the team questioned the feasibility of the exercise given that more than 40,000 forest units would have to be sampled, adding that new method, too, relied on the “integrity of the primary data collectors, data compilers and their supervisors.” The words strangely echoed the NTCA’s own justification for discarding the old pugmark count method.
The peer review also warned that the genetic methods proposed in the census were not “fully developed for this application” and that there were not even enough GPS (global positioning system) sets to map out the terrain.
For the record, the new method breaks down the estimation process in three phases. Phase one involves data collection (signs of tiger presence, prey abundance and canopy status) across the tiger landscapes. In the second phase, satellite data is used to assess conditions of habitat. Phase three requires camera-traps to be set up in selected pockets for capturing tiger images to identify the number of individuals in a sampled area. Next, the camera-trap data is extrapolated to arrive at numbers for entire landscapes.
The observations in the peer review on the challenges of logistics and integrity made the phases one and two look suspect during the first all-India estimation. Little has changed since. What is worse, the phase three of the latest count was compromised by too many malfunctioning camera-traps.
WII purchased around 500 Moultrie camera-traps for the second all-India estimation, out of which 300-odd malfunctioned. The official stand remains that the manufacturer replaced the faulty sets. Sources in the field, however, report a different picture.
In Corbett, around 60 camera traps were installed in two phases (pre and post-monsoon) in 2010. Within days of installation, most cameras reported an activation lag: when an animal passed by, the camera would take several seconds to recover from the sleep mode and click an empty frame or only the animal’s hind portion. Even if the faulty cameras were replaced after monsoon, areas surveyed in the pre-monsoon phase with faulty sets were not covered again.
In Maharashtra’s Tadoba-Andhari tiger reserve, around 60 camera sets malfunctioned when the pre-monsoon camera trapping began last year. While a WII field team returned with replacements after monsoon, it barely spent a month in the field. In some reserves, camera-traps reached only in late October.
Across the world, top institutes like International Snow Leopard Trust uses Reconyx camera-traps. In India, camera-trapping pioneer Dr Ullas Karanth has used analog Trailmaster and later Deercam camera-traps. Among the cheaper brands, Bushnell is believed to be the most versatile. For reasons best known to WII bigwigs, they chose to rely on Moultrie camera-trap and its slow reaction. Maybe, our sarkari scientists expected tigers to stand still and be counted in national interest.
But even this piece of equipment did not make it to many non-reserve areas. Not to mention the tiger-bearing forests outside Protected Areas (PAs). For example, no camera-trap was set up in Tadoba’s Kolsa range, let alone the areas outside the reserve notorious for human-tiger conflict.
WII used about 100 cameras to cover just 120 sq km of Nagarjunasagar-Srisailam tiger reserve in Andhra Pradesh. Only seven tigers were identified in that area. Based on these seven tigers in just 120 sq km, somehow the estimate extrapolated a figure of 60 for a 2342 sq km-area of this reserve.
If data was compromised, the analysis was suspect, too. On the extrapolation process, the 2006 peer review cautioned that “there is also no detailed write-up of the technical analysis, explicitly identifying the analytical techniques to be used in each phase of the framework.’’ As mentioned earlier, the 2008 report did accept “high variances” in estimation. In simple terms, it means different results at different estimation attempts, resulting in unreliability. Nevertheless, those unreliable estimates were further extrapolated to larger areas for arriving at “all-India” figures.
Former WII biologist K Yoganand had pointed out in 2008 how the official count only referred to standard errors of estimated densities and population sizes while offering a range of 1165–1657 tigers. He said the report did not use the appropriate confidence intervals which, if standardised, would have stretched the limits to roughly 900-1900 tigers, an embarrassingly unreliable range.
Surprisingly, the estimation process has not been made public in the last nine years. Only one scientific paper -- Can the abundance of tigers be assessed from their signs? (2011) -- has been published and that too explains only a part of the method.
Clearly, after nine years and more than Rs 22 crore spent, the promise of robust science has not materialised. Instead of quadrennial rituals, the ministry should have opted for intensive assessment, using camera-traps and DNA analyses, of all major source tiger populations, allowing for timely management inputs. For example, four years might be a bit too late for realising that a key tiger reserve like Kanha is losing tigers as has been revealed in the latest estimate. Given that NGOs like Aranyak (Kaziranga) or WWF-India (Ramnagar) did a good job of estimate, the ministry could rope in more organisations for logistics and manpower.
While the number game continues, it is important to note that the new protocol does not allow comparison of subsequent results. The 2008 report noted that “these estimates are not to be used for monitoring trends”. Moreover, a number of tiger areas that were left out during the last estimation, have been covered this time. Comparing the common areas assessed on both occasions, the WII-NTCA report modifies the population growth to 12 per cent or 170 tigers. Insiders, however, claim that the 13 new areas that have been added this time account for a total of 288 tigers. This brings down the actual population gain to just seven tigers or less than 0.5 per cent.
But is a there a case for celebration even if we accept the government’s figures unquestioningly? We may have achieved a 12 per cent rise in our tiger population but lost almost 24 per cent of India’s tiger habitat. Do 170 tigers more or less really make a big difference? Carnivores have high turnover and cats are anyway prolific breeders.
Habitat loss or fragmentation, however, is a long term, often irreversible, damage. Given adequate breeding forests, adding 170 tigers to the national population is always a short-term possibility. In comparison, restoring tigers to 21,000 sq km of habitat lost since 2006-07 will be next to impossible. That our conservation efforts, while rustling up feelgood numbers, have actually conceded one-fourth of the tiger’s home in just four years, is the real headline of this census.
How They Count Our Tigers
How dubious science and faulty equipment created a far-fetched feel-good number. And how the World Bank is back to dominate India’s tiger agenda within three years of a PMO snub
OPEN,28 March, 2011
1706. Tigers are finally making good news with the second all-India population estimation reporting a 12 per cent rise in their numbers. Environment and Forests minister Jairam Ramesh and his worthy babus looked suitably pleased announcing the new census figures, declared 28 March at a quadrennial event, perhaps best described as the Tiger Olympics.
A figure-happy media lapped up the good news: why even discounting the Sunderbans figures (70) not available in 2008, tiger numbers have gone up from 1411 to 1636.
If only the estimate was credible.
When the government (read: Project Tiger and Wildlife Institute of India) junked the traditional, human error-prone pugmark census method, the promise was of robust science. Indeed, pugmark identification is a specialised art that often degenerates into mumbo-jumbo. But what we have in its place is equally dubious.
Back in 2006, an international team of experts led by John Seidensticker of the department of conservation biology at Smithsonian’s National Zoological Park in Washington, DC was invited for a peer review. In its report, the team observed that the new estimation method, too, relied on the “integrity of the primary data collectors, data compilers and their supervisors.”
The peer review warned that the genetic methods proposed in the census were not “fully developed for this application”. It said that there were not enough GPS (global positioning system) sets to map out the terrain as per the methodology, and questioned the feasibility of the exercise given that more than 40,000 forest units would have to be sampled.
The first all-India estimate was due in July 2006. It was delayed by nearly two years. You could call that teething trouble. But the second all-India census experience showed that the establishment had still not got its act together.
Seidensticker’s peer review cautioned that “there is also no detailed write-up of the technical analysis, explicitly identifying the analytical techniques to be used in each phase of the framework.’’ In 2008, the first all-India estimation report accepted that “these population estimates have high variances, but since these estimates are not to be used for monitoring trends… they should suffice the need for converting a relevant ecological index to a more comprehensible concept of numbers.”
High variances mean unreliability. In simple terms, they mean different results at different estimation attempts. Nevertheless, those unreliable estimates were extrapolated to larger areas to arrive at all-India tiger numbers. To quote former WII scientist K Yoganand, this approach “was fundamentally flawed and rendered the whole exercise of estimating tiger numbers in India futile.”
Moreover, the official count only referred to standard errors (SE) of estimated densities and population sizes while offering a range of 1,165-1,657 tigers. Yoganand pointed out that the authors never used the appropriate confidence intervals (CI), which, if standardised, would have stretched the estimation range to roughly 900-1,900 tigers.
Beyond the smokescreen of these technicalities, the planners, it seems, sought to sidestep the enormity of the exercise. Often the sample size was compromisingly small and the extrapolation scientifically unsupportable. For example, the WII used about 100 cameras this time to cover just 120 sq km of the Nagarjunasagar-Srisailam tiger reserve in Andhra Pradesh. Only seven tigers were identified in that area. Based on these seven tigers over 120 sq km, the estimate extrapolated a figure not only for the 3,568 sq km reserve but the entire Western Ghats of the state.
It wasn’t just dubious science, even the equipment and management were shoddy.
The WII used around 500 camera traps for the second all-India estimation. Several officials admitted that about 300 camera traps malfunctioned. The official stand remains that the premier institute got the faulty sets replaced and reinstalled. Officials also claim this caused a procedural delay of about two months.
Sources in the field, however, report a very different picture. In Corbett, around 60 camera traps were installed in two phases (pre and post-monsoon) last year. Within days of installation, the Corbett ground staff cautioned the WII team that most cameras had an activation lag. Meaning the camera would react late and click after the animal was gone or when only its hind portion was in the frame. The young WII field team tried to overcome the handicap by altering camera angles to obtain a wider focal field but that did not solve the problem when animals walked by too close to the camera.
In Maharashtra’s Tadoba tiger reserve, around 60 cameras turned out to be faulty when pre-monsoon camera-trapping began last year. When WII personnel returned with replacements after the monsoons, they barely spent a month in the field. The same problem delayed field installation in several reserves where camera traps reached as late as November 2010.
If high-profile reserves were covered so shoddily, imagine the fate of less known, newly notified tiger reserves. Few non-reserve areas were adequately camera-trapped, not to mention the tiger-bearing forests outside Protected Areas (PAs).
For example, not a single camera trap was set up in Tadoba’s Kolsa range, leave alone areas outside the reserve notorious for human-tiger conflict. In Jharkhand’s Naxal-infested Palamu tiger reserve, no camera-trapping was possible and WII depended on Hyderabad-based Centre for Cellular and Molecular Biology for scat sample analyses and pegged the number of tigers at six.
A WII scientist involved in the census admitted that no camera-trapping had been done yet in at least three stretches. Even in reserves like Maharashtra’s Melghat, sources say, the camera traps are yet to conclude the “recapture process” crucial to statistical extrapolation.
+++
Granted, as a top WII scientist puts it, the camera traps with all their faults have recorded more than 600 tigers across the country. Anyway, the tiger is on a marginal rebound. Protection has improved in many pockets and with so many cubs reported in the past four years, a nominal rise in the tiger population was to be expected.
There are other reasons too for the count to increase. In the first national census of 2006-07, bizarre examples of ill-trained field staff unwittingly under-reporting tigers probably compensated for any over-reporting of numbers. For example, field staff in Uttarakhand’s Ramnagar forest division went for pugmark identification and failed to report each individual tiger track in 2007. Eventually not more than half a dozen tigers were estimated in the entire division. This year, a WWF (World Wildlife Fund) team used its own camera traps and, say sources, as many as 23 tigers have been estimated. That is a near 300 per cent jump, if on an exaggeratedly low base caused by tigers left out in the previous count.
But why does a census operation that cost Rs 13 crore four years ago (nobody has spelt out the cost of the most recent exercise yet but it could not have come cheaper than the last census) and had four long years to iron out the creases, end up being so disorganised and scientifically compromised?
Many expected the second all-India estimation to be a far more intensive exercise in terms of camera-trap intensity or number of camera nights utilised. But WII followed the same routine as in 2007. Blame it on inadequate manpower, lack of planning and faulty camera circuits or plain inertia, the exercise stuttered at different stages. Given that Aranyak, an NGO, did a fantastic job at Kaziranga using WII camera-traps, it is a mystery why the government did not try to rope in more NGOs elsewhere.
For reasons best known to WII, it continues to buy analog cameras from a manufacturer that few user agencies endorse internationally. WII opted for the obsolete Moultrie camera traps that need a recovery time (from sleep to click mode) of 60 seconds. Maybe, our sarkari scientists expect tigers to stand still and be counted in the national interest.
When replacements arrived for faulty sets, were these installed and allowed enough field time to ensure uniform parameters across landscapes? If a dubious purchase and deployment had already delayed the results, what was the hurry to declare numbers with “three stretches yet to be covered”? Were the minister and his bureaucrats desperate to score a few brownie points at the high-profile international summit?
+++
This leads us to another mystery. But, first, a brief backgrounder. In June 2008, the World Bank launched its tiger conservation initiative with much fanfare at Washington DC. India, the most crucial of the 13 tiger range countries, was absent.
It was no coincidence. On the back of a note from the Ministry of Environment and Forests, the PMO had refused to endorse the Bank’s initiative and ruled out seeking a loan to save the tiger. The Bank was told that it did not have the expertise or support of (at least Indian) experts to substantially back any tiger conservation effort. On the contrary, much of its history—from the destruction of the Amazonian wilderness to wiping out Asian mangroves—made its tiger overtures appear plain opportunistic. India’s own dismal experience with the Bank-sponsored eco-development projects in the 1990s had also influenced the PMO’s decision.
But in less than three years, the Bank has reclaimed centrestage, with seven of its top officials—among them three Indians—dominating the proceedings at the March 28-30 New Delhi gala. How did the PMO suddenly change its stance? And how come the ministry that advised him against allowing the Bank in tiger conservation is now toasting the Bank’s who’s who?
The ministry’s advice to the PMO was shaped largely by the views of experts outside the government. The minister himself had made it amply clear in 2008 that he was not against accepting the Bank’s help (read: loan) but had been dissuaded by the collective wisdom of conservationists. So has this mighty consensus suddenly reinvented itself?
The Bank sponsored a host of tiger stalwarts and budding greenies from India at the international tiger conservation forum in St Petersburg last November. But a single junket, however lavish, could not have turned the tide in the Bank’s favour. Only weeks ago, the Planning Commission drastically slashed the allocation for tiger conservation. Was that move aimed at preparing the ground for a loan? You never know what a few old Bank boys can get up to.
OPEN,28 March, 2011
1706. Tigers are finally making good news with the second all-India population estimation reporting a 12 per cent rise in their numbers. Environment and Forests minister Jairam Ramesh and his worthy babus looked suitably pleased announcing the new census figures, declared 28 March at a quadrennial event, perhaps best described as the Tiger Olympics.
A figure-happy media lapped up the good news: why even discounting the Sunderbans figures (70) not available in 2008, tiger numbers have gone up from 1411 to 1636.
If only the estimate was credible.
When the government (read: Project Tiger and Wildlife Institute of India) junked the traditional, human error-prone pugmark census method, the promise was of robust science. Indeed, pugmark identification is a specialised art that often degenerates into mumbo-jumbo. But what we have in its place is equally dubious.
Back in 2006, an international team of experts led by John Seidensticker of the department of conservation biology at Smithsonian’s National Zoological Park in Washington, DC was invited for a peer review. In its report, the team observed that the new estimation method, too, relied on the “integrity of the primary data collectors, data compilers and their supervisors.”
The peer review warned that the genetic methods proposed in the census were not “fully developed for this application”. It said that there were not enough GPS (global positioning system) sets to map out the terrain as per the methodology, and questioned the feasibility of the exercise given that more than 40,000 forest units would have to be sampled.
The first all-India estimate was due in July 2006. It was delayed by nearly two years. You could call that teething trouble. But the second all-India census experience showed that the establishment had still not got its act together.
Seidensticker’s peer review cautioned that “there is also no detailed write-up of the technical analysis, explicitly identifying the analytical techniques to be used in each phase of the framework.’’ In 2008, the first all-India estimation report accepted that “these population estimates have high variances, but since these estimates are not to be used for monitoring trends… they should suffice the need for converting a relevant ecological index to a more comprehensible concept of numbers.”
High variances mean unreliability. In simple terms, they mean different results at different estimation attempts. Nevertheless, those unreliable estimates were extrapolated to larger areas to arrive at all-India tiger numbers. To quote former WII scientist K Yoganand, this approach “was fundamentally flawed and rendered the whole exercise of estimating tiger numbers in India futile.”
Moreover, the official count only referred to standard errors (SE) of estimated densities and population sizes while offering a range of 1,165-1,657 tigers. Yoganand pointed out that the authors never used the appropriate confidence intervals (CI), which, if standardised, would have stretched the estimation range to roughly 900-1,900 tigers.
Beyond the smokescreen of these technicalities, the planners, it seems, sought to sidestep the enormity of the exercise. Often the sample size was compromisingly small and the extrapolation scientifically unsupportable. For example, the WII used about 100 cameras this time to cover just 120 sq km of the Nagarjunasagar-Srisailam tiger reserve in Andhra Pradesh. Only seven tigers were identified in that area. Based on these seven tigers over 120 sq km, the estimate extrapolated a figure not only for the 3,568 sq km reserve but the entire Western Ghats of the state.
It wasn’t just dubious science, even the equipment and management were shoddy.
The WII used around 500 camera traps for the second all-India estimation. Several officials admitted that about 300 camera traps malfunctioned. The official stand remains that the premier institute got the faulty sets replaced and reinstalled. Officials also claim this caused a procedural delay of about two months.
Sources in the field, however, report a very different picture. In Corbett, around 60 camera traps were installed in two phases (pre and post-monsoon) last year. Within days of installation, the Corbett ground staff cautioned the WII team that most cameras had an activation lag. Meaning the camera would react late and click after the animal was gone or when only its hind portion was in the frame. The young WII field team tried to overcome the handicap by altering camera angles to obtain a wider focal field but that did not solve the problem when animals walked by too close to the camera.
In Maharashtra’s Tadoba tiger reserve, around 60 cameras turned out to be faulty when pre-monsoon camera-trapping began last year. When WII personnel returned with replacements after the monsoons, they barely spent a month in the field. The same problem delayed field installation in several reserves where camera traps reached as late as November 2010.
If high-profile reserves were covered so shoddily, imagine the fate of less known, newly notified tiger reserves. Few non-reserve areas were adequately camera-trapped, not to mention the tiger-bearing forests outside Protected Areas (PAs).
For example, not a single camera trap was set up in Tadoba’s Kolsa range, leave alone areas outside the reserve notorious for human-tiger conflict. In Jharkhand’s Naxal-infested Palamu tiger reserve, no camera-trapping was possible and WII depended on Hyderabad-based Centre for Cellular and Molecular Biology for scat sample analyses and pegged the number of tigers at six.
A WII scientist involved in the census admitted that no camera-trapping had been done yet in at least three stretches. Even in reserves like Maharashtra’s Melghat, sources say, the camera traps are yet to conclude the “recapture process” crucial to statistical extrapolation.
+++
Granted, as a top WII scientist puts it, the camera traps with all their faults have recorded more than 600 tigers across the country. Anyway, the tiger is on a marginal rebound. Protection has improved in many pockets and with so many cubs reported in the past four years, a nominal rise in the tiger population was to be expected.
There are other reasons too for the count to increase. In the first national census of 2006-07, bizarre examples of ill-trained field staff unwittingly under-reporting tigers probably compensated for any over-reporting of numbers. For example, field staff in Uttarakhand’s Ramnagar forest division went for pugmark identification and failed to report each individual tiger track in 2007. Eventually not more than half a dozen tigers were estimated in the entire division. This year, a WWF (World Wildlife Fund) team used its own camera traps and, say sources, as many as 23 tigers have been estimated. That is a near 300 per cent jump, if on an exaggeratedly low base caused by tigers left out in the previous count.
But why does a census operation that cost Rs 13 crore four years ago (nobody has spelt out the cost of the most recent exercise yet but it could not have come cheaper than the last census) and had four long years to iron out the creases, end up being so disorganised and scientifically compromised?
Many expected the second all-India estimation to be a far more intensive exercise in terms of camera-trap intensity or number of camera nights utilised. But WII followed the same routine as in 2007. Blame it on inadequate manpower, lack of planning and faulty camera circuits or plain inertia, the exercise stuttered at different stages. Given that Aranyak, an NGO, did a fantastic job at Kaziranga using WII camera-traps, it is a mystery why the government did not try to rope in more NGOs elsewhere.
For reasons best known to WII, it continues to buy analog cameras from a manufacturer that few user agencies endorse internationally. WII opted for the obsolete Moultrie camera traps that need a recovery time (from sleep to click mode) of 60 seconds. Maybe, our sarkari scientists expect tigers to stand still and be counted in the national interest.
When replacements arrived for faulty sets, were these installed and allowed enough field time to ensure uniform parameters across landscapes? If a dubious purchase and deployment had already delayed the results, what was the hurry to declare numbers with “three stretches yet to be covered”? Were the minister and his bureaucrats desperate to score a few brownie points at the high-profile international summit?
+++
This leads us to another mystery. But, first, a brief backgrounder. In June 2008, the World Bank launched its tiger conservation initiative with much fanfare at Washington DC. India, the most crucial of the 13 tiger range countries, was absent.
It was no coincidence. On the back of a note from the Ministry of Environment and Forests, the PMO had refused to endorse the Bank’s initiative and ruled out seeking a loan to save the tiger. The Bank was told that it did not have the expertise or support of (at least Indian) experts to substantially back any tiger conservation effort. On the contrary, much of its history—from the destruction of the Amazonian wilderness to wiping out Asian mangroves—made its tiger overtures appear plain opportunistic. India’s own dismal experience with the Bank-sponsored eco-development projects in the 1990s had also influenced the PMO’s decision.
But in less than three years, the Bank has reclaimed centrestage, with seven of its top officials—among them three Indians—dominating the proceedings at the March 28-30 New Delhi gala. How did the PMO suddenly change its stance? And how come the ministry that advised him against allowing the Bank in tiger conservation is now toasting the Bank’s who’s who?
The ministry’s advice to the PMO was shaped largely by the views of experts outside the government. The minister himself had made it amply clear in 2008 that he was not against accepting the Bank’s help (read: loan) but had been dissuaded by the collective wisdom of conservationists. So has this mighty consensus suddenly reinvented itself?
The Bank sponsored a host of tiger stalwarts and budding greenies from India at the international tiger conservation forum in St Petersburg last November. But a single junket, however lavish, could not have turned the tide in the Bank’s favour. Only weeks ago, the Planning Commission drastically slashed the allocation for tiger conservation. Was that move aimed at preparing the ground for a loan? You never know what a few old Bank boys can get up to.
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